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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2031 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Diagram Understanding and ReasoningDIAGRAMMAcomputer visionnlp17Mar 16, 2026
Retrosynthesis PredictionORDerly in-distribution (test)bio medical17Mar 16, 2026
ReasoningGSM8Kllm chat instructionnlp17Apr 15, 2026
Cross-view geo-localizationCVACT C-ALL (val)computer vision17Mar 16, 2026
multi-hop reasoningTriviaQAnlpllm chat instruction17Mar 24, 2026
Hazard Detection and Temporal LocalizationHomeSafe-Bench 1.0 (test)computer vision17Mar 13, 2026
Novel View SynthesisRealEstate10K 6 views (test)3d vision geometry17Jun 4, 2026
Natural Language UnderstandingGLUEnlp17Mar 13, 2026
Text EmbeddingMTEB v2nlpretrieval search rag17Mar 13, 2026
10-class classificationFedCIFAR-10 Global Dir(0.5) (test)speech audio17Mar 13, 2026
10-class classificationFedCIFAR-10 Local Dir(0.5) (test)speech audio17Mar 13, 2026
Autism Spectrum Disorder ClassificationFedASD Global (test)bio medicaltabular time series17Mar 13, 2026
Autism Spectrum Disorder ClassificationFedASD Local (test)bio medicaltabular time series17Mar 13, 2026
Skin lesion classificationFedSkin Global alpha=0.5 (test)computer visionbio medical17Mar 13, 2026
Skin lesion classificationFedSkin alpha=0.5 (test)computer visionbio medical17Mar 13, 2026
Skin lesion classificationFedSkin Global alpha=1 (test)computer visionbio medical17Mar 13, 2026
Skin lesion classificationFedSkin Local alpha=1 (test)computer visionbio medical17Mar 13, 2026
Image EditingWeEdit Bilingual Benchmark 1.0 (test)image generation editing17Mar 13, 2026
ReasoningMultilingual Benchmarkllm chat instructionnlp17Mar 13, 2026
StyleMultilingual Benchmarknlp17Mar 13, 2026
TranslateMultilingual Benchmarknlp17Mar 13, 2026
RearrangeMultilingual Benchmarkrobotics embodied ai17Mar 13, 2026
DeleteMultilingual Benchmarknlp17Mar 13, 2026
ReplaceMultilingual Benchmarknlp17Mar 13, 2026
AddMultilingual Benchmarknlp17Mar 13, 2026